| 2025 | ACL | Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? | Jingbao Luo, Ming Liu, Ran Liu, Yongpan Sheng, Xin Hu, Gang Li, Peng Wu |
| 2025 | ICASSP | TransPathNet: A Novel Two-Stage Framework for Indoor Radio Map Prediction. | Xin Li, Ran Liu, Saihua Xu, Sirajudeen Gulam Razul, Chau Yuen |
| 2025 | ICASSP | YOLO-TCT: An Effective Network For Long-Tailed Cervical Cell Detection. | Di Lv, Lin Yi, Li Liu, Yuze Chen, Xin Chen, Ran Liu |
| 2025 | IROS | Target Localization and Following Based on LiDAR and Ultra-Wideband Ranging with Consideration of Target Visibility. | Lin Guo, Ran Liu, Zhiqiang Cao, Billy Pik Lik Lau, U-Xuan Tan, Chau Yuen |
| 2024 | ACL | SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization. | Ran Liu, Ming Liu, Min Yu, He Zhang, Jianguo Jiang, Gang Li, Weiqing Huang |
| 2024 | DocEng | An Efficient PDF Malware Detection Method Using Highly Compact Features. | Ran Liu, Cynthia Matuszek, Charles Nicholas |
| 2024 | ECAI | GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization. | Ran Liu, Ming Liu, Min Yu, Jianguo Jiang, Gang Li, Dan Zhang, Jingyuan Li, Xiang Meng, Weiqing Huang |
| 2024 | ICLR | GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings. | Jingyun Xiao, Ran Liu, Eva L. Dyer |
| 2024 | ICML | Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance. | Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y. Jin, Wenrui Ma, Vidya Muthukumar, Eva L. Dyer |
| 2024 | IJCNN | TSO-DETR: A Network for Small Object Detection of Cervical Cells in TCT Smear. | Xin Chen, Lin Yi, Li Liu, Di Lv, Ziheng Liu, Ran Liu |
| 2024 | PRICAI | TS-CATMA: A Lung Cancer Electronic Nose Data Classification Method Based on Adversarial Training and Multi-scale Attention. | Yuze Chen, Lin Yi, Shidan Wang, Fengchun Tian, Ran Liu |
| 2024 | WACV | LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration. | Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath, Zsolt Kira, Eva L. Dyer |
| 2023 | DocEng | A PDF Malware Detection Method Using Extremely Small Training Sample Size. | Ran Liu, Cynthia Matuszek, Charles Nicholas |
| 2023 | ICML | Half-Hop: A graph upsampling approach for slowing down message passing. | Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer |
| 2022 | ICANN | Robust Sparse Learning Based Sensor Array Optimization for Multi-feature Fusion Classification. | Leilei Zhao, Fengchun Tian, Junhui Qian, Ran Liu, An-Yan Jiang |
| 2022 | IROS | Distributed Ranging SLAM for Multiple Robots with Ultra-WideBand and Odometry Measurements. | Ran Liu, Zhongyuan Deng, Zhiqiang Cao, Muhammad Shalihan, Billy Pik Lik Lau, Kaixiang Chen, Kaushik Bhowmik, Chau Yuen, U-Xuan Tan |
| 2021 | CoRL | "Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer. | Andrew Hundt, Aditya Murali, Priyanka Hubli, Ran Liu, Nakul Gopalan, Matthew C. Gombolay, Gregory D. Hager |
| 2021 | ICIP | Multi-Scale Modeling of Neural Structure in X-Ray Imagery. | Aishwarya H. Balwani, Joseph D. Miano, Ran Liu, Lindsey Kitchell, Judy A. Prasad, Erik C. Johnson, William R. Gray Roncal, Eva L. Dyer |
| 2021 | IROS | Relative Localization of Mobile Robots with Multiple Ultra-WideBand Ranging Measurements. | Zhiqiang Cao, Ran Liu, Chau Yuen, Achala Athukorala, Benny Kai Kiat Ng, Muraleetharan Mathanraj, U-Xuan Tan |
| 2020 | ICASSP | Robust Rank Constrained Sparse Learning: A Graph-Based Method for Clustering. | Ran Liu, Mulin Chen, Qi Wang, Xuelong Li |
| 2020 | MICCAI | A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure. | Ran Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie Harris, Sanmi Koyejo, Eva L. Dyer |
| 2019 | SIGMETRICS | Proactive Caching for Low Access-Delay Services under Uncertain Predictions. | Ran Liu, Edmund Yeh, Atilla Eryilmaz |
| 2018 | CogSci | Behavioral and electrophysiological evidence of incidental learning, generalization and retention of speech categories from continuous speech. | Yunan Wu, Lori L. Holt, Ran Liu, Sung-joo Lim |
| 2017 | EDM | Closing the loop: Automated data-driven cognitive model discoveries lead to improved instruction and learning. | Ran Liu, Kenneth R. Koedinger |
| 2017 | EDM | Towards reliable and valid measurement of individualized student parameters. | Ran Liu, Kenneth R. Koedinger |
| 2017 | EDM | Sharing and Reusing Data and Analytic Methods with LearnSphere. | Ran Liu, Kenneth R. Koedinger, John C. Stamper, Philip I. Pavlik Jr. |
| 2017 | HealthCom | Missing value imputation methods for TCM medical data and its effect in the classifier accuracy. | Dan Zeng, Dan Xie, Ran Liu, Xiaodong Li |
| 2017 | ICRA | Cooperative relative positioning of mobile users by fusing IMU inertial and UWB ranging information. | Ran Liu, Chau Yuen, Tri-Nhut Do, Dewei Jiao, Xiang Liu, U-Xuan Tan |
| 2017 | LAK | Predicting math performance using natural language processing tools. | Scott A. Crossley, Ran Liu, Danielle S. McNamara |
| 2017 | LAK | Community based educational data repositories and analysis tools. | Ken Koedinger, Ran Liu, John C. Stamper, Candace Thille, Phil Pavlik |
| 2017 | LAK | Multimodal Data Collection and Analysis of Collaborative Learning through an Intelligent Tutoring System. | Ran Liu, John C. Stamper |
| 2016 | CogSci | When to Block versus Interleave Practice? Evidence Against Teaching Fraction Addition before Fraction Multiplication. | Rony Patel, Ran Liu, Kenneth R. Koedinger |
| 2016 | EDM | Beyond Log Files: Using Multi-Modal Data Streams Towards Data-Driven KC Model Improvement. | Ran Liu, Jodi L. Davenport, John C. Stamper |
| 2016 | GLOBECOM | Enhanced VIP Algorithms for Forwarding, Caching, and Congestion Control in Named Data Networks. | Ying Cui, Fan Lai, Edmund M. Yeh, Ran Liu |
| 2016 | GLOBECOM | Relative Positioning by Fusing Signal Strength and Range Information in a Probabilistic Framework. | Ran Liu, Chau Yuen, Tri-Nhut Do, Wei Guo, Xiang Liu, U-Xuan Tan |
| 2016 | LAK | Modeling common misconceptions in learning process data. | Ran Liu, Rony Patel, Kenneth R. Koedinger |
| 2016 | VTC | Selective AP-Sequence Based Indoor Localization without Site Survey. | Ran Liu, Chau Yuen, Jun Zhao, Jindong Guo, Ronghong Mo, Vishesh N. Pamadi, Xiang Liu |
| 2015 | EDM | Variations in Learning Rate: Student Clustering Based on Systematic Residual Error Patterns Across Practice Opportunities. | Ran Liu, Kenneth R. Koedinger |
| 2015 | EDM | Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning. | Christopher J. MacLellan, Ran Liu, Kenneth R. Koedinger |
| 2015 | WSC | Combined inversion and thinning methods for simulating nonstationary non-poisson arrival processes. | Ran Liu, Michael E. Kuhl, Yunan Liu, James R. Wilson |
| 2014 | EDM | Interpreting model discovery and testing generalization to a new dataset. | Ran Liu, Elizabeth A. McLaughlin, Kenneth R. Koedinger |
| 2014 | IAS | Toward Localizing both Static and Non-static RFID Tags with a Mobile Robot. | Ran Liu, Andreas Zell |
| 2014 | IROS | Dynamic objects tracking with a mobile robot using passive UHF RFID tags. | Ran Liu, Goran Huskic, Andreas Zell |
| 2014 | USENIX | Scalable Read-mostly Synchronization Using Passive Reader-Writer Locks. | Ran Liu, Heng Zhang, Haibo Chen |
| 2013 | IROS | Mapping UHF RFID tags with a mobile robot using a 3D sensor model. | Ran Liu, Artur Koch, Andreas Zell |
| 2013 | ISCAS | A statistical MAC protocol for heterogeneous-traffic human body communication. | Hong Chen, Ze-dong Nie, Kamen Ivanov, Lei Wang, Ran Liu |
| 2013 | VEE | Parallelizing live migration of virtual machines. | Xiang Song, Jicheng Shi, Ran Liu, Jian Yang, Haibo Chen |
| 2012 | IROS | Path following with passive UHF RFID received signal strength in unknown environments. | Ran Liu, Artur Koch, Andreas Zell |
| 2011 | PPoPP | COREMU: a scalable and portable parallel full-system emulator. | Zhaoguo Wang, Ran Liu, Yufei Chen, Xi Wu, Haibo Chen, Weihua Zhang, Binyu Zang |
| 2011 | SOFTCOM | Path following for indoor robots with RFID received signal strength. | Ran Liu, Philipp Vorst, Artur Koch, Andreas Zell |
| 2010 | ICPADS | PMSAI: A Novel Peer-to-Peer Multimedia Streaming Architecture over IMS. | Ran Liu, Hao Yin, Wen Hui |
| 2006 | IGARSS | Ground-based Hyperspectral Measurements of the Skylight Polarized Properties. | Guanhua Zhou, Yongchao Zhao, Qinhuo Liu, Guoliang Tian, Xiurui Geng, Ran Liu, Zhigang Liu |
| 2005 | IGARSS | An introduction on a CCD camera+filter group system for acquiring surface vnir hyperspectral images with high spatial resolution(CFGIS) and its preliminary study on the mineral spectral distribution of rock surfaces. | Yongchao Zhao, Ran Liu, Tuanjie Liu, Zhijun Meng, Lin Wang, Xiurui Geng, Guanhua Zhou, Xiaowen Li |
| 2005 | IGARSS | A new cross-track radiometric correction method (VRadCor) for airborne hyperspectral image of operational modular imaging spectrometer(OMIS). | Yongchao Zhao, Zhijun Meng, Lin Wang, Sanae Miyazaki, Xiurui Geng, Guanhua Zhou, Ran Liu, Naoko Kosaka, Masuo Takahashi, Xiaowen Li |
| 2004 | IGARSS | Study of remote sensing index indicators about the mine environment evaluation. | Chun Yan, Ran Liu, Sutai Liu, Lei Wu, Suhong Liu |
| 2004 | ICPR | Glasses Detection by Boosting Simple Wavelet Features. | Bo Wu, Haizhou Ai, Ran Liu |